{
"workclass": ["Private",
              "Self-emp-not-inc",
              "Self-emp-inc",
              "Federal-gov",
              "Local-gov",
              "State-gov",
              "Without-pay",
              "Never-worked"],
"education": ["Bachelors",
              "Some-college",
              "11th", "HS-grad",
              "Prof-school",
              "Assoc-acdm",
              "Assoc-voc",
              "9th",
              "7th-8th",
              "12th",
              "Masters",
              "1st-4th",
              "10th",
              "Doctorate",
              "5th-6th",
              "Preschool"],
"marital-status": ["Married-civ-spouse",
                   "Divorced",
                   "Never-married",
                   "Separated",
                   "Widowed",
                   "Married-spouse-absent",
                   "Married-AF-spouse"],
"occupation": ["Tech-support",
               "Craft-repair",
               "Other-service",
               "Sales",
               "Exec-managerial",
               "Prof-specialty",
               "Handlers-cleaners",
               "Machine-op-inspct",
               "Adm-clerical",
               "Farming-fishing",
               "Transport-moving",
               "Priv-house-serv",
               "Protective-serv",
               "Armed-Forces"],
"relationship": ["Wife",
                 "Own-child",
                 "Husband",
                 "Not-in-family",
                 "Other-relative",
                 "Unmarried"],
"race": ["White", "Asian-Pac-Islander", "Amer-Indian-Eskimo", "Other", "Black"],
"sex": ["Female", "Male"],
"native-country": ["United-States", "Cambodia", "England", "Puerto-Rico",
                   "Canada", "Germany", "Outlying-US(Guam-USVI-etc)", "India",
                   "Japan", "Greece", "South", "China",
                   "Cuba", "Iran", "Honduras", "Philippines",
                   "Italy", "Poland", "Jamaica", "Vietnam",
                   "Mexico", "Portugal", "Ireland", "France",
                   "Dominican-Republic", "Laos", "Ecuador", "Taiwan",
                   "Haiti", "Columbia", "Hungary", "Guatemala",
                   "Nicaragua", "Scotland", "Thailand", "Yugoslavia",
                   "El-Salvador", "Trinadad&Tobago", "Peru", "Hong",
                   "Holand-Netherlands"]
}
